Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients SM Vieira, LF Mendonça, GJ Farinha, JMC Sousa Applied Soft Computing 13 (8), 3494-3504, 2013 | 336 | 2013 |
Cohen's kappa coefficient as a performance measure for feature selection SM Vieira, U Kaymak, JMC Sousa International Conference on Fuzzy Systems, 1-8, 2010 | 258 | 2010 |
Solutions for detection of non-technical losses in the electricity grid: A review JL Viegas, PR Esteves, R Melício, VMF Mendes, SM Vieira Renewable and Sustainable Energy Reviews 80, 1256-1268, 2017 | 209 | 2017 |
Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review M Fernandes, SM Vieira, F Leite, C Palos, S Finkelstein, JMC Sousa Artificial Intelligence in Medicine 102, 101762, 2020 | 202 | 2020 |
Missing data in medical databases: Impute, delete or classify? F Cismondi, AS Fialho, SM Vieira, SR Reti, JMC Sousa, SN Finkelstein Artificial intelligence in medicine 58 (1), 63-72, 2013 | 202 | 2013 |
Classification of new electricity customers based on surveys and smart metering data JL Viegas, SM Vieira, R Melício, VMF Mendes, JMC Sousa Energy 107, 804-817, 2016 | 158 | 2016 |
Data mining using clinical physiology at discharge to predict ICU readmissions AS Fialho, F Cismondi, SM Vieira, SR Reti, JMC Sousa, SN Finkelstein Expert Systems with Applications 39 (18), 13158-13165, 2012 | 129 | 2012 |
Missing Data CM Salgado, C Azevedo, H Proença, SM Vieira Secondary Analysis of Electronic Health Records, 143-162, 2016 | 125 | 2016 |
Reducing unnecessary lab testing in the ICU with artificial intelligence F Cismondi, LA Celi, AS Fialho, SM Vieira, SR Reti, JMC Sousa, ... International journal of medical informatics 82 (5), 345-358, 2013 | 123 | 2013 |
Two cooperative ant colonies for feature selection using fuzzy models SM Vieira, JMC Sousa, TA Runkler Expert Systems with Applications 37 (4), 2714-2723, 2010 | 116 | 2010 |
Clustering-based novelty detection for identification of non-technical losses JL Viegas, PR Esteves, SM Vieira International Journal of Electrical Power & Energy Systems 101, 301-310, 2018 | 102 | 2018 |
Decision tree search methods in fuzzy modeling and classification LF Mendonça, SM Vieira, JMC Sousa International Journal of Approximate Reasoning 44 (2), 106-123, 2007 | 97 | 2007 |
Fuzzy criteria for feature selection SM Vieira, JMC Sousa, U Kaymak Fuzzy Sets and Systems 189 (1), 1-18, 2012 | 95 | 2012 |
Noise Versus Outliers CM Salgado, C Azevedo, H Proença, SM Vieira Secondary Analysis of Electronic Health Records, 163-183, 2016 | 91* | 2016 |
Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing M Fernandes, R Mendes, SM Vieira, F Leite, C Palos, A Johnson, ... PloS one 15 (3), e0229331, 2020 | 63 | 2020 |
A Middleware Platform for Intelligent Automation: An Industrial Prototype Implementation T Coito, MSE Martins, JL Viegas, B Firme, J Figueiredo, SM Vieira, ... Computers in Industry 123, 103329, 2020 | 56 | 2020 |
Electricity demand profile prediction based on household characteristics JL Viegas, SM Vieira, JMC Sousa, R Melicio, VMF Mendes 2015 12th International Conference on the European Energy Market (EEM), 1-5, 2015 | 48 | 2015 |
Takagi–Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering CM Salgado, JL Viegas, CS Azevedo, MC Ferreira, SM Vieira, ... IEEE Transactions on Fuzzy Systems 25 (6), 1417-1429, 2017 | 47 | 2017 |
Pharmaceutical quality control laboratory digital twin–A novel governance model for resource planning and scheduling MR Lopes, A Costigliola, R Pinto, S Vieira, JMC Sousa International Journal of Production Research 58 (21), 6553-6567, 2020 | 44 | 2020 |
Modelling the service life of rendered facades using fuzzy systems SM Vieira, A Silva, JMC Sousa, J De Brito, PL Gaspar Automation in Construction 51, 1-7, 2015 | 44 | 2015 |